Рет қаралды 57
This presentation introduces a Multimodal Retrieval-Augmented Generation (RAG) system designed for comprehensive data processing. The system integrates Whisper for audio-to-text transcription, a Residual CNN for image-to-text conversion, and a custom neural network for video-to-text transformation. These multimodal processing capabilities are unified within a chatbot interface, enabling users to upload diverse file formats-including text, image, video, and audio-and receive accurate, context-aware answers to their queries.